4. RSCTC 2004: Uppsala, Sweden

Plenary Papers

• Zdzislaw Pawlak:
  Decision Networks. 1-7
  
• Lech Polkowski:
  Toward Rough Set Foundations. Mereological Approach. 8-25
  
• Masahiro Inuiguchi:
  Generalizations of Rough Sets: From Crisp to Fuzzy Cases. 26-37
  

Theory

• Gianpiero Cattaneo, Davide Ciucci:
  Investigation about Time Monotonicity of Similarity and Preclusive Rough Approximations in Incomplete Information Systems. 38-48
  
• Jouni Järvinen:
  The Ordered Set of Rough Sets. 49-58
  
• Yiyu Yao:
  A Comparative Study of Formal Concept Analysis and Rough Set Theory in Data Analysis. 59-68
  
• Jianhua Dai:
  Structure of Rough Approximations Based on Molecular Lattices. 69-77
  
• W.-N. Liu, Jingtao Yao, Yiyu Yao:
  Rough Approximations under Level Fuzzy Sets. 78-83
  
• Masahiro Inuiguchi, Salvatore Greco, Roman Slowinski:
  Fuzzy-Rough Modus Ponens and Modus Tollens as a Basis for Approximate Reasoning. 84-94
  

Logic and Rough Sets

• Mohua Banerjee:
  Rough Truth, Consequence, Consistency and Belief Revision. 95-102
  
• Tetsuya Murai, Masayuki Sanada, Yasuo Kudo, Mineichi Kudo:
  A Note on Ziarko's Variable Precision Rough Set Model and Nonmonotonic Reasoning. 103-108
  
• Zaiyue Zhang, Yuefei Sui, Cungen Cao:
  Fuzzy Reasoning Based on Propositional Modal Logic. 109-115
  

Granular Computing

• Andrzej Skowron, Roman W. Swiniarski, Piotr Synak:
  Approximation Spaces and Information Granulation. 116-126
  
• Qing Liu:
  Granular Language and Its Applications in Problem Solving. 127-132
  
• Churn-Jung Liau:
  Belief Reasoning, Revision and Fusion by Matrix Algebra. 133-142
  

Rough and Fuzzy Relations

• Patrick Doherty, Andrzej Szalas:
  On the Correspondence between Approximations and Similarity. 143-152
  
• Aida Vitória, Carlos Viegas Damásio, Jan Maluszynski:
  Toward Rough Knowledge Bases with Quantitative Measures. 153-158
  
• Michinori Nakata:
  Considering Semantic Ambiguity and Indistinguishability for Values of Membership Attribute in Possibility-Based Fuzzy Relational Models. 159-168
  

Foundations of Data Mining

• HuiQin Sun, Zhang Xiong, Ye Wang:
  Research on Integrating Ordbms and Rough Set Theory. 169-175
  
• Jianchao Han, Xiaohua Hu, Tsau Young Lin:
  Feature Subset Selection Based on Relative Dependency between Attributes. 176-185
  
• Qiusheng An, Junyi Shen:
  Granular Computing on Extensional Functional Dependencies for Information System. 186-191
  
• Mikhail Ju. Moshkov:
  Greedy Algorithm for Decision Tree Construction in Context of Knowledge Discovery Problems. 192-197
  
• Ying Xie, Vijay V. Raghavan:
  GAMInG - A Framework for Generalization of Association Mining via Information Granulation. 198-203
  
• Tsau Young Lin:
  Mining Un-interpreted Generalized Association Rules by Linear Inequalities: Descriptive/Deductive Data Mining Approach. 204-212
  
• Anna Gomolinska:
  A Graded Applicability of Rules. 213-218
  
• Shoji Hirano, Shusaku Tsumoto:
  On the Degree of Independence of a Contingency Matrix. 219-228
  
• Andrzej Skowron, Arkadiusz Wojna:
  K Nearest Neighbor Classification with Local Induction of the Simple Value Difference Metric. 229-234
  
• Wojciech Jaworski:
  A Note on the Regularization Algorithm. 235-243
  

Incomplete Information Systems

• Jerzy W. Grzymala-Busse:
  Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation. 244-253
  
• Rafal Latkowski, Michal Mikolajczyk:
  Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values. 254-263
  

Interestingness

• Salvatore Greco, Zdzislaw Pawlak, Roman Slowinski:
  Bayesian Confirmation Measures within Rough Set Approach. 264-273
  
• Jitender S. Deogun, Liying Jiang, Vijay V. Raghavan:
  Discovering Maximal Potentially Useful Association Rules Based on Probability Logic. 274-284
  
• Eric Louie, Tsau Young Lin:
  Semantics and Syntactic Patterns in Data. 285-294
  

Multiagents and Information Systems

• Mihir K. Chakraborty, Mohua Banerjee:
  Dialogue in Rough Context. 295-299
  
• Andrzej Skowron, Jaroslaw Stepaniuk:
  Constrained Sums of Information Systems. 300-309
  
• Kazumi Nakamatsu, Hayato Komaba, Atsuyuki Suzuki, Chung-Lun Lie, Sheng-Luen Chung:
  Defeasible Deontic Control for Discrete Events Based on EVALPSN. 310-315
  

Fuzzy Logic and Modeling

• Chang-Woo Park, Young-Wan Cho, Junhyuk Choi, Ha-Gyeong Sung:
  Rough Set Based Fuzzy Modeling by Occupancy Degree and Optimal Partition of Projection. 316-326
  
• Mahdi Jalili-Kharaajoo:
  A Novel High Performance Fuzzy Controller Applied to Traffic Control of ATM Networks. 327-333
  
• Mahdi Jalili-Kharaajoo:
  Design of a Speed Drive Based on Fuzzy Logic for a Dual Three-Phase Induction Motor. 334-339
  

Rough Classification

• Jiucheng Xu, Junyi Shen, Guoyin Wang:
  Rough Set Theory Analysis on Decision Subdivision. 340-345
  
• Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, Andrzej Skowron:
  Rough Set Methods in Approximation of Hierarchical Concepts. 346-355
  
• Jan G. Bazan:
  Classifiers Based on Two-Layered Learning. 356-361
  
• Tao Guan, Boqin Feng:
  Rough Fuzzy Integrals for Information Fusion and Classification. 362-367
  

Rough Sets and Probabilities

• Cory J. Butz, Hong Yao, Howard J. Hamilton:
  Towards Jointree Propagation with Conditional Probability Distributions. 368-377
  
• Malcolm J. Beynon:
  Condition Class Classification Stability in RST due to Continuous Value Discretisation. 378-383
  
• Dominik Slezak:
  The Rough Bayesian Model for Distributed Decision Systems. 384-393
  

Variable Precision Rough Set Model

• Wojciech Ziarko:
  On Learnability of Decision Tables. 394-401
  
• Alicja Mieszkowicz-Rolka, Leszek Rolka:
  Remarks on Approximation Quality in Variable Precision Fuzzy Rough Sets Model. 402-411
  
• Malcolm J. Beynon:
  The Elucidation of an Iterative Procedure to beta-Reduct Selection in the Variable Precision Rough Sets Model. 412-417
  

Spatial Reasoning

• Mohammad Reza Malek:
  A Logic-Based Framework for Qualitative Spatial Reasoning in Mobile GIS Environment. 418-426
  
• Mohammad Reza Malek:
  Spatial Object Modeling in Intuitionistic Fuzzy Topological Spaces. 427-434
  
• Shuliang Wang, Hanning Yuan, Guoqing Chen, Deren Li, Wenzhong Shi:
  Rough Spatial Interpretation. 435-444
  

Reduction

• Zhengren Qin, Guoyin Wang, Yu Wu, Xiaorong Xue:
  A Scalable Rough Set Knowledge Reduction Algorithm. 445-454
  
• Robert Susmaga:
  Tree-Like Parallelization of Reduct and Construct Computation. 455-464
  
• Tsau Young Lin, Ping Yin:
  Heuristically Fast Finding of the Shortest Reducts. 465-470
  
• Tian-rui Li, Ke-yun Qing, Ning Yang, Yang Xu:
  Study on Reduct and Core Computation in Incompatible Information Systems. 471-476
  
• Degang Chen:
  The Part Reductions in Information Systems. 477-482
  

Rule Induction

• Teresa Mroczek, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe:
  Rules from Belief Networks: A Rough Set Approach. 483-487
  
• Jerzy Stefanowski:
  The Bagging and n²-Classifiers Based on Rules Induced by MODLEM. 488-497
  
• Yong Liu, Congfu Xu, Yunhe Pan:
  A Parallel Approximate Rule Extracting Algorithm Based on the Improved Discernibility Matrix. 498-503
  
• Wojciech Rzasa, Artur Paluch, Zbigniew Suraj:
  Decision Rules in Multivalued Decision Systems. 504-509
  
• Philippe Fortemps, Salvatore Greco, Roman Slowinski:
  Multicriteria Choice and Ranking Using Decision Rules Induced from Rough Approximation of Graded Preference Relations. 510-522
  
• Salvatore Greco, Benedetto Matarazzo, Nello Pappalardo, Roman Slowinski:
  Measuring the Expected Impact of Decision Rule Application. 523-528
  
• Shoji Hirano, Shusaku Tsumoto:
  Detection of Differences between Syntactic and Semantic Similarities. 529-538
  

Rough Sets and Neural Network

• Bozena Kostek, Piotr Szczuko, Pawel Zwan:
  Processing of Musical Data Employing Rough Sets and Artificial Neural Networks. 539-548
  
• Wei-ji Su, Yu Su, Hai Zhao, Xiao-dan Zhang:
  Integration of Rough Set and Neural Network for Application of Generator Fault Diagnosis. 549-553
  
• Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski:
  Harnessing Classifier Networks ? Towards Hierarchical Concept Construction. 554-560
  
• JeongYon Shim:
  Associative Historical Knowledge Extraction from the Structured Memory. 561-566
  

Clustering

• Tansel Özyer, Reda Alhajj, Ken Barker:
  Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. 567-572
  
• Dan Li, Jitender S. Deogun, William Spaulding, Bill Shuart:
  Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method. 573-579
  
• James F. Peters, Maciej Borkowski:
  K-means Indiscernibility Relation over Pixels. 580-585
  
• Jie Li, Xinbo Gao, Licheng Jiao:
  A New Cluster Validity Function Based on the Modified Partition Fuzzy Degree. 586-591
  

Data Mining

• Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski:
  On the Evolution of Rough Set Exploration System. 592-601
  
• J. W. Guan, David A. Bell, Dayou Liu:
  Discovering Maximal Frequent Patterns in Sequence Groups. 602-609
  
• Hong-bin Shen, Shitong Wang, Jie Yang:
  Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules. 610-617
  
• Yingjun Weng, Zhongying Zhu:
  *** this paper contains plagiarized material *** [Pattern Mining for Time Series Based on Cloud Theory Pan-concept-tree]. 618-623, (note this paper contains plagiarised material)
• Chorng-Shyong Ong, Jih-Jeng Huang, Gwo-Hshiung Tzeng:
  Using Rough Set Theory for Detecting the Interaction Terms in a Generalized Logit Model. 624-629
  
• Ron Andrews, Stanislaw Bajcar, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Chris Whiteley:
  Optimization of the ABCD Formula for Melanoma Diagnosis Using C4.5, a Data Mining System. 630-636
  
• Xumin Liu, Houkuan Huang, Weixiang Xu:
  A Contribution to Decision Tree Construction Based on Rough Set Theory. 637-642
  

Image and Signal Recognition

• Tuan Trung Nguyen:
  Domain Knowledge Approximation in Handwritten Digit Recognition. 643-652
  
• Jun Kong, Dongguang Li, Chunnong Zhao:
  An Automatic Analysis System for Firearm Identification Based on Ballistics Projectile. 653-658
  
• Zheng Zheng, Hong Hu, Zhongzhi Shi:
  Granulation Based Image Texture Recognition. 659-664
  
• Gexiang Zhang, Haina Rong, Weidong Jin, Laizhao Hu:
  Radar Emitter Signal Recognition Based on Resemblance Coefficient Features. 665-670
  
• Seung-Hak Rhee, Seung Jo Han, PanKoo Kim, Muhammad Bilal Ahmad, Jong-An Park:
  Vehicle Tracking Using Image Processing Techniques. 671-678
  
• Lisa Lazareck, Sheela Ramanna:
  Classification of Swallowing Sound Signals: A Rough Set Approach. 679-684
  
• Farzan Rashidi, Mehran Rashidi:
  Emotional Temporal Difference Learning Based Multi-layer Perceptron Neural Network Application to a Prediction of Solar Activity. 685-690
  

Information Retrieval

• Andrzej Czyzewski, Bozena Kostek:
  Musical Metadata Retrieval with Flow Graphs. 691-698
  
• Yan Li, Simon Chi-Keung Shiu, Sankar K. Pal, James Nga-Kwok Liu:
  A Fuzzy-Rough Method for Concept-Based Document Expansion. 699-707
  
• Hayri Sever, Zafer Bolat, Vijay V. Raghavan:
  Use of Preference Relation for Text Categorization. 708-713
  

Decision Support

• Malcolm J. Beynon, Benjamin Griffiths:
  An Expert System for the Utilisation of the Variable Precision Rough Sets Model. 714-720
  
• Roman Siminski, Alicja Wakulicz-Deja:
  Application of Decision Units in Knowledge Engineering. 721-726
  
• Grzegorz Drwal, Marek Sikora:
  Fuzzy Decision Support System with Rough Set Based Rules Generation Method. 727-732
  
• Barbara Fryc, Krzysztof Pancerz, Zbigniew Suraj:
  Approximate Petri Nets for Rule-Based Decision Making. 733-742
  

Adaptive and Opminization Methods

• Jiajin Huang, Ning Zhong, Chunnian Liu, Yiyu Yao:
  Adaptive Linear Market Value Functions for Targeted Marketing. 743-751
  
• Ernestina Menasalvas Ruiz, Socorro Millán, P. Gonzalez:
  Using Markov Models to Define Proactive Action Plans for Users at Multi-viewpoint Websites. 752-761
  
• Zhihua Cui, Jianchao Zeng:
  A Guaranteed Global Convergence Particle Swarm Optimizer. 762-767
  
• Haifeng Du, Licheng Jiao, Maoguo Gong, Ruochen Liu:
  Adaptive Dynamic Clone Selection Algorithms. 768-773
  
• Jing Liu, Weicai Zhong, Licheng Jiao, Fang Liu:
  Multiobjective Optimization Based on Coevolutionary Algorithm. 774-779
  

Bioinformatics

• Filip Ginter, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski:
  Extracting Protein-Protein Interaction Sentences by Applying Rough Set Data Analysis. 780-785
  
• Witold R. Rudnicki, Henryk Jan Komorowski:
  Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids. 786-791
  
• Zhihua Du, Feng Lin:
  Improvement of the Needleman-Wunsch Algorithm. 792-797
  
• Henrik Tveit, Torulf Mollestad, Astrid Lægreid:
  The Alignment of the Medical Subject Headings to the Gene Ontology and Its Application in Gene Annotation. 798-804
  

Medical Applications

• Ken Farion, Wojtek Michalowski, Roman Slowinski, Szymon Wilk, Steven Rubin:
  Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. 805-814
  
• Sebastian Widz, Kenneth Revett, Dominik Slezak:
  An Automated Multi-spectral MRI Segmentation Algorithm Using Approximate Reducts. 815-824
  
• Michael Ningler, Gudrun Stockmanns, Gerhard Schneider, Oliver Dressler, Eberhard F. Kochs:
  Rough Set-Based Classification of EEG-Signals to Detect Intraoperative Awareness: Comparison of Fuzzy and Crisp Discretization of Real Value Attributes. 825-834
  
• José-Luis Sánchez Romero, Francisco Javier Ferrández Pastor, Antonio Soriano Payá, Juan Manuel García Chamizo:
  Fuzzy Logic-Based Modeling of the Biological Regulator of Blood Glucose. 835-840
  

Bibliography Project of International Rough Set Society

• Zbigniew Suraj, Piotr Grochowalski:
  The Rough Set Database System: An Overview. 841-849